Counterfactual Generative Models for Time-Varying Treatments.
Shenghao WuWenbin ZhouMinshuo ChenShixiang ZhuPublished in: CoRR (2023)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- hierarchical hidden markov models
- prior knowledge
- conditional random fields
- generative and discriminative models
- discriminative models
- semi supervised
- em algorithm
- object categories
- maximum entropy principle
- expectation maximization
- topic models
- representational power
- semi supervised learning
- data sets
- hidden variables
- object parts
- boltzmann machine
- computer vision